Reimbursement Dataset Profile Report

Dataset statistics

Number of variables	28
Number of observations	1085
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	305.3 KiB
Average record size in memory	288.1 B

Variable types

NUM	26
CAT	1
BOOL	1

Warnings

`Prix_equipement` is highly correlated with `Prix_verres`	High correlation
`Prix_verres` is highly correlated with `Prix_equipement`	High correlation
`Pourcent_remise_total` is highly correlated with `Pourcent_remise_verre`	High correlation
`Pourcent_remise_verre` is highly correlated with `Pourcent_remise_total`	High correlation
`cor_sphere_VG` is highly correlated with `cor_sphere_VD`	High correlation
`cor_sphere_VD` is highly correlated with `cor_sphere_VG`	High correlation
`cor_addition_VG` is highly correlated with `cor_addition_VD`	High correlation
`cor_addition_VD` is highly correlated with `cor_addition_VG`	High correlation
`ref_PS` has unique values	Unique
`dep_identique` has 15 (1.4%) zeros	Zeros
`dep_limit` has 386 (35.6%) zeros	Zeros
`dep_non_limit` has 497 (45.8%) zeros	Zeros
`PEC_CRE` has 250 (23.0%) zeros	Zeros
`PEC_ANN` has 228 (21.0%) zeros	Zeros
`PEC_ACC` has 425 (39.2%) zeros	Zeros
`PEC_FAC` has 11 (1.0%) zeros	Zeros
`PEC_REF` has 324 (29.9%) zeros	Zeros
`taux_non_ventes` has 71 (6.5%) zeros	Zeros
`Pourcent_remise_verre` has 458 (42.2%) zeros	Zeros
`Pourcent_remise_monture` has 360 (33.2%) zeros	Zeros
`Pourcent_remise_total` has 327 (30.1%) zeros	Zeros
`cor_sphere_VD` has 122 (11.2%) zeros	Zeros
`cor_cylindre_VD` has 214 (19.7%) zeros	Zeros
`cor_addition_VD` has 168 (15.5%) zeros	Zeros
`cor_sphere_VG` has 109 (10.0%) zeros	Zeros
`cor_cylindre_VG` has 212 (19.5%) zeros	Zeros
`cor_addition_VG` has 167 (15.4%) zeros	Zeros
`facteur_correction` has 61 (5.6%) zeros	Zeros

Reproduction

Analysis started	2021-09-17 10:34:55.032212
Analysis finished	2021-09-17 10:37:05.429974
Duration	2 minutes and 10.4 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

ref_PS
Categorical

UNIQUE

Distinct	1085
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	8.6 KiB

7ca24f30b4e83cb	1
a74fd5d7cab691f	1
485f41d76988045	1
fb61fb323376b4e	1
07ee2525a188df0	1
Other values (1080)	1080

Common Values
Overview

Value	Count	Frequency (%)
7ca24f30b4e83cb	1	0.1%
a74fd5d7cab691f	1	0.1%
485f41d76988045	1	0.1%
fb61fb323376b4e	1	0.1%
07ee2525a188df0	1	0.1%
0a74148417c6ecb	1	0.1%
e059a93961cfee5	1	0.1%
a42cf77fae90eaa	1	0.1%
6f24060e3a91512	1	0.1%
97ac1910bfb0379	1	0.1%
a5d3dddd1cc8b2b	1	0.1%
bf6811cefe793bb	1	0.1%
c4a3a7c47120912	1	0.1%
29221f1b3cc1a94	1	0.1%
d515ef2849d52cf	1	0.1%
b529516accd2301	1	0.1%
e1d115fc2be332c	1	0.1%
cd20c04270da830	1	0.1%
63ab98f35b08a37	1	0.1%
4016f05c1943b6a	1	0.1%
ad1f27d072de524	1	0.1%
0da4f09bac6f398	1	0.1%
2046f5d08802b33	1	0.1%
a69c04ab8c96194	1	0.1%
033f3d099660dc9	1	0.1%
Other values (1060)	1060	97.7%

Frequencies of value counts

Unique

Unique	1085 ?
Unique (%)	100.0%

Histogram of lengths of the category

Length

Max length	15
Median length	15
Mean length	15
Min length	15

Overview of Unicode Properties

Unique unicode characters	16
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
2	1077	6.6%
4	1048	6.4%
8	1042	6.4%
6	1039	6.4%
3	1036	6.4%
c	1031	6.3%
f	1029	6.3%
0	1022	6.3%
5	1021	6.3%
d	1020	6.3%
1	1011	6.2%
a	989	6.1%
9	988	6.1%
e	981	6.0%
7	975	6.0%
b	966	5.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10259	63.0%
Lowercase Letter	6016	37.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
c	1031	17.1%
f	1029	17.1%
d	1020	17.0%
a	989	16.4%
e	981	16.3%
b	966	16.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	1077	10.5%
4	1048	10.2%
8	1042	10.2%
6	1039	10.1%
3	1036	10.1%
0	1022	10.0%
5	1021	10.0%
1	1011	9.9%
9	988	9.6%
7	975	9.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	10259	63.0%
Latin	6016	37.0%

Most frequent Latin characters

Value	Count	Frequency (%)
c	1031	17.1%
f	1029	17.1%
d	1020	17.0%
a	989	16.4%
e	981	16.3%
b	966	16.1%

Most frequent Common characters

Value	Count	Frequency (%)
2	1077	10.5%
4	1048	10.2%
8	1042	10.2%
6	1039	10.1%
3	1036	10.1%
0	1022	10.0%
5	1021	10.0%
1	1011	9.9%
9	988	9.6%
7	975	9.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16275	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
2	1077	6.6%
4	1048	6.4%
8	1042	6.4%
6	1039	6.4%
3	1036	6.4%
c	1031	6.3%
f	1029	6.3%
0	1022	6.3%
5	1021	6.3%
d	1020	6.3%
1	1011	6.2%
a	989	6.1%
9	988	6.1%
e	981	6.0%
7	975	6.0%
b	966	5.9%

nb_lignes_PEC
Real number (ℝ_≥0)

Distinct	213
Distinct (%)	19.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	62.12165899
Minimum	1
Maximum	773
Zeros	0
Zeros (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	17
median	40
Q3	83
95-th percentile	193.6
Maximum	773
Range	772
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	73.53339692
Coefficient of variation (CV)	1.183699826
Kurtosis	20.85344991
Mean	62.12165899
Median Absolute Deviation (MAD)	28
Skewness	3.584124758
Sum	67402
Variance	5407.160462
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	22	2.0%
10	22	2.0%
3	21	1.9%
23	21	1.9%
11	20	1.8%
16	19	1.8%
8	19	1.8%
14	18	1.7%
1	17	1.6%
18	17	1.6%
22	17	1.6%
7	17	1.6%
12	16	1.5%
19	16	1.5%
9	15	1.4%
5	15	1.4%
37	14	1.3%
33	14	1.3%
4	13	1.2%
26	13	1.2%
24	13	1.2%
43	13	1.2%
45	13	1.2%
2	13	1.2%
6	13	1.2%
Other values (188)	674	62.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	17	1.6%
2	13	1.2%
3	21	1.9%
4	13	1.2%
5	15	1.4%
6	13	1.2%
7	17	1.6%
8	19	1.8%
9	15	1.4%
10	22	2.0%

Value	Count	Frequency (%)
773	1	0.1%
647	1	0.1%
601	1	0.1%
582	1	0.1%
544	1	0.1%
500	1	0.1%
463	1	0.1%
405	1	0.1%
362	1	0.1%
351	1	0.1%

dep_identique
Real number (ℝ_≥0)

ZEROS

Distinct	521
Distinct (%)	48.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	80.1536129
Minimum	0
Maximum	100
Zeros	15
Zeros (%)	1.4%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	31.85
Q1	70.9
median	87.5
Q3	98.21
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	27.31

Descriptive statistics

Standard deviation	22.49969801
Coefficient of variation (CV)	0.280707222
Kurtosis	2.034533361
Mean	80.1536129
Median Absolute Deviation (MAD)	12.5
Skewness	-1.513124917
Sum	86966.67
Variance	506.2364107
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	245	22.6%
0	15	1.4%
50	15	1.4%
87.5	14	1.3%
85.71	11	1.0%
80	11	1.0%
75	11	1.0%
71.43	10	0.9%
66.67	9	0.8%
90	8	0.7%
83.33	7	0.6%
88.89	7	0.6%
33.33	6	0.6%
90.91	6	0.6%
72.73	6	0.6%
25	6	0.6%
91.67	6	0.6%
77.78	6	0.6%
60	6	0.6%
91.3	5	0.5%
82.35	5	0.5%
86.67	5	0.5%
81.82	5	0.5%
92.31	5	0.5%
95.65	5	0.5%
Other values (496)	650	59.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15	1.4%
6.98	1	0.1%
9.09	1	0.1%
9.21	1	0.1%
10	1	0.1%
10.71	1	0.1%
11.54	1	0.1%
12.12	1	0.1%
12.5	1	0.1%
13.51	1	0.1%

Value	Count	Frequency (%)
100	245	22.6%
99.51	1	0.1%
99.45	1	0.1%
99.43	1	0.1%
99.32	1	0.1%
99.31	1	0.1%
99.29	1	0.1%
99.26	1	0.1%
99.14	1	0.1%
99.09	1	0.1%

dep_limit
Real number (ℝ_≥0)

ZEROS

Distinct	456
Distinct (%)	42.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14.77008295
Minimum	0
Maximum	100
Zeros	386
Zeros (%)	35.6%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6.25
Q3	21.74
95-th percentile	61.164
Maximum	100
Range	100
Interquartile range (IQR)	21.74

Descriptive statistics

Standard deviation	20.54517296
Coefficient of variation (CV)	1.390999159
Kurtosis	3.594866265
Mean	14.77008295
Median Absolute Deviation (MAD)	6.25
Skewness	1.902916641
Sum	16025.54
Variance	422.1041318
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	386	35.6%
25	13	1.2%
11.11	12	1.1%
9.09	11	1.0%
100	10	0.9%
16.67	9	0.8%
50	9	0.8%
14.29	9	0.8%
12.5	8	0.7%
20	7	0.6%
8.33	7	0.6%
7.14	7	0.6%
5.88	6	0.6%
75	6	0.6%
22.22	5	0.5%
28.57	5	0.5%
11.76	5	0.5%
33.33	5	0.5%
3.03	4	0.4%
30.77	4	0.4%
18.18	4	0.4%
30	4	0.4%
66.67	4	0.4%
4	4	0.4%
27.27	4	0.4%
Other values (431)	537	49.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	386	35.6%
0.22	1	0.1%
0.28	1	0.1%
0.45	1	0.1%
0.47	1	0.1%
0.49	1	0.1%
0.63	1	0.1%
0.68	1	0.1%
0.71	2	0.2%
0.78	1	0.1%

Value	Count	Frequency (%)
100	10	0.9%
93.02	1	0.1%
87.5	1	0.1%
86.36	1	0.1%
85.71	1	0.1%
85	1	0.1%
84.85	1	0.1%
83.78	1	0.1%
82.14	1	0.1%
81.82	1	0.1%

dep_non_limit
Real number (ℝ_≥0)

ZEROS

Distinct	333
Distinct (%)	30.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.076175115
Minimum	0
Maximum	100
Zeros	497
Zeros (%)	45.8%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.49
Q3	6.67
95-th percentile	19.928
Maximum	100
Range	100
Interquartile range (IQR)	6.67

Descriptive statistics

Standard deviation	10.04348051
Coefficient of variation (CV)	1.978552805
Kurtosis	37.12354583
Mean	5.076175115
Median Absolute Deviation (MAD)	1.49
Skewness	5.109179695
Sum	5507.65
Variance	100.8715008
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	497	45.8%
12.5	13	1.2%
7.69	9	0.8%
10	8	0.7%
7.14	8	0.7%
8.7	7	0.6%
3.45	7	0.6%
3.12	7	0.6%
25	6	0.6%
4.35	6	0.6%
6.25	6	0.6%
5.88	6	0.6%
11.76	6	0.6%
6.67	6	0.6%
16.67	6	0.6%
5.56	5	0.5%
8.33	5	0.5%
5	5	0.5%
11.11	5	0.5%
2.22	5	0.5%
4.17	5	0.5%
2.63	5	0.5%
2.86	5	0.5%
50	5	0.5%
2.5	5	0.5%
Other values (308)	437	40.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	497	45.8%
0.28	1	0.1%
0.55	1	0.1%
0.57	1	0.1%
0.65	1	0.1%
0.68	1	0.1%
0.69	2	0.2%
0.71	2	0.2%
0.74	1	0.1%
0.77	1	0.1%

Value	Count	Frequency (%)
100	4	0.4%
76.97	1	0.1%
75	1	0.1%
66.67	2	0.2%
50	5	0.5%
47.86	1	0.1%
40	1	0.1%
39.39	1	0.1%
37.5	1	0.1%
35.29	1	0.1%

PEC_CRE
Real number (ℝ_≥0)

ZEROS

Distinct	454
Distinct (%)	41.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10.62269124
Minimum	0
Maximum	72.73
Zeros	250
Zeros (%)	23.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.52
median	7.69
Q3	16.53
95-th percentile	33.254
Maximum	72.73
Range	72.73
Interquartile range (IQR)	15.01

Descriptive statistics

Standard deviation	11.19940368
Coefficient of variation (CV)	1.054290614
Kurtosis	3.191244804
Mean	10.62269124
Median Absolute Deviation (MAD)	7.43
Skewness	1.53615325
Sum	11525.62
Variance	125.4266428
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	250	23.0%
12.5	17	1.6%
25	15	1.4%
7.69	12	1.1%
9.09	12	1.1%
7.14	11	1.0%
33.33	11	1.0%
16.67	11	1.0%
6.25	10	0.9%
20	10	0.9%
4.35	10	0.9%
11.11	10	0.9%
5.88	10	0.9%
22.22	9	0.8%
5.56	9	0.8%
8.33	9	0.8%
10	9	0.8%
14.29	9	0.8%
11.76	8	0.7%
18.18	8	0.7%
4.55	7	0.6%
28.57	7	0.6%
18.75	7	0.6%
4.17	6	0.6%
10.53	6	0.6%
Other values (429)	602	55.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	250	23.0%
0.28	1	0.1%
0.8	1	0.1%
0.87	1	0.1%
0.92	2	0.2%
0.96	1	0.1%
1.02	1	0.1%
1.09	2	0.2%
1.15	1	0.1%
1.2	1	0.1%

Value	Count	Frequency (%)
72.73	1	0.1%
66.67	3	0.3%
62.5	1	0.1%
55	1	0.1%
50	3	0.3%
48.08	1	0.1%
46.94	1	0.1%
45.99	1	0.1%
44.93	1	0.1%
44.44	1	0.1%

PEC_ANN
Real number (ℝ_≥0)

ZEROS

Distinct	435
Distinct (%)	40.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.665668203
Minimum	0
Maximum	100
Zeros	228
Zeros (%)	21.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.6
median	8.11
Q3	13.64
95-th percentile	25.28
Maximum	100
Range	100
Interquartile range (IQR)	11.04

Descriptive statistics

Standard deviation	9.742822992
Coefficient of variation (CV)	1.007982354
Kurtosis	17.10586518
Mean	9.665668203
Median Absolute Deviation (MAD)	5.53
Skewness	2.788514379
Sum	10487.25
Variance	94.92259985
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	228	21.0%
20	24	2.2%
12.5	17	1.6%
9.09	15	1.4%
14.29	13	1.2%
7.14	13	1.2%
10.53	12	1.1%
16.67	12	1.1%
11.11	11	1.0%
10	11	1.0%
4.35	10	0.9%
5.88	10	0.9%
7.41	10	0.9%
6.67	10	0.9%
33.33	9	0.8%
4.55	9	0.8%
5.56	9	0.8%
25	9	0.8%
6.25	8	0.7%
8.33	8	0.7%
5	8	0.7%
13.33	8	0.7%
18.18	7	0.6%
13.04	6	0.6%
23.53	5	0.5%
Other values (410)	603	55.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	228	21.0%
1.06	1	0.1%
1.1	1	0.1%
1.19	1	0.1%
1.39	1	0.1%
1.41	1	0.1%
1.42	1	0.1%
1.45	1	0.1%
1.52	1	0.1%
1.65	2	0.2%

Value	Count	Frequency (%)
100	2	0.2%
66.67	3	0.3%
57.89	1	0.1%
50	3	0.3%
47.06	1	0.1%
40.82	1	0.1%
40	1	0.1%
38.46	1	0.1%
35.29	1	0.1%
35.19	1	0.1%

PEC_ACC
Real number (ℝ_≥0)

ZEROS

Distinct	325
Distinct (%)	30.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.446525346
Minimum	0
Maximum	100
Zeros	425
Zeros (%)	39.2%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.87
Q3	4.96
95-th percentile	17.478
Maximum	100
Range	100
Interquartile range (IQR)	4.96

Descriptive statistics

Standard deviation	9.040792976
Coefficient of variation (CV)	2.033226457
Kurtosis	43.51033179
Mean	4.446525346
Median Absolute Deviation (MAD)	1.87
Skewness	5.554492786
Sum	4824.48
Variance	81.73593764
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	425	39.2%
7.14	11	1.0%
6.25	10	0.9%
3.57	9	0.8%
2.17	8	0.7%
5.56	8	0.7%
12.5	8	0.7%
11.11	7	0.6%
2.94	7	0.6%
20	7	0.6%
2.63	7	0.6%
4.17	7	0.6%
2.44	7	0.6%
33.33	7	0.6%
4	7	0.6%
4.55	6	0.6%
2.33	6	0.6%
10	6	0.6%
4.35	6	0.6%
50	6	0.6%
9.09	6	0.6%
3.7	5	0.5%
3.12	5	0.5%
2.04	5	0.5%
5.88	5	0.5%
Other values (300)	494	45.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	425	39.2%
0.42	1	0.1%
0.45	1	0.1%
0.54	1	0.1%
0.55	1	0.1%
0.63	1	0.1%
0.64	1	0.1%
0.67	1	0.1%
0.68	1	0.1%
0.71	1	0.1%

Value	Count	Frequency (%)
100	3	0.3%
70	1	0.1%
63.64	1	0.1%
62.5	1	0.1%
50	6	0.6%
45.45	1	0.1%
42.86	1	0.1%
37.5	1	0.1%
36.36	1	0.1%
35.29	1	0.1%

PEC_FAC
Real number (ℝ_≥0)

ZEROS

Distinct	539
Distinct (%)	49.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	65.7135023
Minimum	0
Maximum	100
Zeros	11
Zeros (%)	1.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	34.894
Q1	54.9
median	66.67
Q3	77.78
95-th percentile	95
Maximum	100
Range	100
Interquartile range (IQR)	22.88

Descriptive statistics

Standard deviation	18.23255664
Coefficient of variation (CV)	0.2774552566
Kurtosis	0.8863791762
Mean	65.7135023
Median Absolute Deviation (MAD)	11.11
Skewness	-0.5549260717
Sum	71299.15
Variance	332.4261217
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	50	4.6%
66.67	37	3.4%
75	30	2.8%
50	27	2.5%
71.43	20	1.8%
80	17	1.6%
60	17	1.6%
72.73	16	1.5%
77.78	14	1.3%
83.33	12	1.1%
0	11	1.0%
63.64	8	0.7%
69.57	8	0.7%
85.71	8	0.7%
33.33	7	0.6%
57.14	7	0.6%
58.33	7	0.6%
64.71	7	0.6%
58.82	6	0.6%
76.47	6	0.6%
81.82	6	0.6%
61.11	6	0.6%
81.25	6	0.6%
55.56	5	0.5%
64.29	5	0.5%
Other values (514)	742	68.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	1.0%
10	1	0.1%
11.76	1	0.1%
12.5	1	0.1%
15	1	0.1%
18.18	1	0.1%
19.42	1	0.1%
22.22	2	0.2%
25	1	0.1%
26.09	1	0.1%

Value	Count	Frequency (%)
100	50	4.6%
96.55	1	0.1%
95.65	1	0.1%
95.45	2	0.2%
95	2	0.2%
94.74	1	0.1%
94.44	1	0.1%
94.12	1	0.1%
93.94	1	0.1%
93.75	2	0.2%

PEC_REF
Real number (ℝ_≥0)

ZEROS

Distinct	445
Distinct (%)	41.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.551603687
Minimum	0
Maximum	75.73
Zeros	324
Zeros (%)	29.9%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5.56
Q3	13.16
95-th percentile	36.824
Maximum	75.73
Range	75.73
Interquartile range (IQR)	13.16

Descriptive statistics

Standard deviation	12.26503081
Coefficient of variation (CV)	1.28408079
Kurtosis	4.339352984
Mean	9.551603687
Median Absolute Deviation (MAD)	5.56
Skewness	1.985799051
Sum	10363.49
Variance	150.4309808
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	324	29.9%
10	11	1.0%
6.25	11	1.0%
11.11	10	0.9%
20	9	0.8%
14.29	9	0.8%
9.09	9	0.8%
5.56	9	0.8%
11.76	8	0.7%
33.33	8	0.7%
12.5	8	0.7%
7.14	8	0.7%
5.26	8	0.7%
8.7	7	0.6%
18.18	7	0.6%
4.35	7	0.6%
3.57	6	0.6%
2.04	6	0.6%
8.33	6	0.6%
6.9	6	0.6%
6.06	6	0.6%
5.88	6	0.6%
2.22	6	0.6%
4.76	5	0.5%
2.78	5	0.5%
Other values (420)	580	53.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	324	29.9%
0.55	1	0.1%
0.95	1	0.1%
1.09	1	0.1%
1.15	1	0.1%
1.16	1	0.1%
1.18	1	0.1%
1.22	2	0.2%
1.23	2	0.2%
1.27	2	0.2%

Value	Count	Frequency (%)
75.73	1	0.1%
66.67	1	0.1%
65	1	0.1%
60.78	1	0.1%
60.38	1	0.1%
59.09	1	0.1%
58.33	1	0.1%
57.46	1	0.1%
57.45	1	0.1%
57.28	1	0.1%

taux_non_ventes
Real number (ℝ_≥0)

ZEROS

Distinct	561
Distinct (%)	51.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	29.83991705
Minimum	0
Maximum	100
Zeros	71
Zeros (%)	6.5%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	17.65
median	28.57
Q3	40.62
95-th percentile	58.82
Maximum	100
Range	100
Interquartile range (IQR)	22.97

Descriptive statistics

Standard deviation	17.25405264
Coefficient of variation (CV)	0.5782205295
Kurtosis	0.5057602834
Mean	29.83991705
Median Absolute Deviation (MAD)	11.43
Skewness	0.4980135369
Sum	32376.31
Variance	297.7023324
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	71	6.5%
33.33	28	2.6%
50	21	1.9%
25	21	1.9%
16.67	17	1.6%
28.57	16	1.5%
40	15	1.4%
27.27	14	1.3%
20	12	1.1%
14.29	12	1.1%
11.11	11	1.0%
22.22	10	0.9%
18.75	10	0.9%
12.5	10	0.9%
66.67	9	0.8%
30	9	0.8%
18.18	9	0.8%
36.36	7	0.6%
9.09	6	0.6%
13.33	6	0.6%
13.04	6	0.6%
35.29	6	0.6%
41.67	6	0.6%
57.14	5	0.5%
37.5	5	0.5%
Other values (536)	743	68.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	71	6.5%
3.45	1	0.1%
3.85	1	0.1%
4.17	1	0.1%
4.35	2	0.2%
4.55	1	0.1%
4.88	1	0.1%
5	2	0.2%
5.26	1	0.1%
5.56	3	0.3%

Value	Count	Frequency (%)
100	4	0.4%
90	1	0.1%
88.24	1	0.1%
85	1	0.1%
79.61	1	0.1%
75.56	1	0.1%
75	1	0.1%
72.73	1	0.1%
71.63	1	0.1%
70	1	0.1%

Prix_monture
Real number (ℝ_≥0)

Distinct	1053
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	151.9974721
Minimum	0
Maximum	391.1875
Zeros	3
Zeros (%)	0.3%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	88.65922716
Q1	120.8301887
median	143
Q3	176.2
95-th percentile	243.6551282
Maximum	391.1875
Range	391.1875
Interquartile range (IQR)	55.36981132

Descriptive statistics

Standard deviation	47.60824248
Coefficient of variation (CV)	0.3132173308
Kurtosis	1.524498789
Mean	151.9974721
Median Absolute Deviation (MAD)	26.33333333
Skewness	0.9027318271
Sum	164917.2572
Variance	2266.544752
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3	0.3%
113.5	3	0.3%
174	3	0.3%
93	2	0.2%
106.1818182	2	0.2%
105	2	0.2%
133	2	0.2%
161.6428571	2	0.2%
140	2	0.2%
116	2	0.2%
131	2	0.2%
130	2	0.2%
129	2	0.2%
114	2	0.2%
124.1666667	2	0.2%
148.6	2	0.2%
188	2	0.2%
165.7142857	2	0.2%
111.625	2	0.2%
155.5	2	0.2%
125	2	0.2%
140.6666667	2	0.2%
113	2	0.2%
148	2	0.2%
248	2	0.2%
Other values (1028)	1032	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3	0.3%
49.5	1	0.1%
52.11111111	1	0.1%
56	1	0.1%
56.71428571	1	0.1%
60	1	0.1%
61.86666667	1	0.1%
62.66666667	1	0.1%
65.85714286	1	0.1%
67.2	1	0.1%

Value	Count	Frequency (%)
391.1875	1	0.1%
345	1	0.1%
325	1	0.1%
309	1	0.1%
307	1	0.1%
305.2121212	1	0.1%
304.027027	1	0.1%
303.5869565	1	0.1%
299.7948718	1	0.1%
298.3529412	1	0.1%

Prix_verres
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1067
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	325.8392066
Minimum	86
Maximum	752.35
Zeros	0
Zeros (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	86
5-th percentile	198.32
Q1	271
median	320.597561
Q3	368.3396226
95-th percentile	484.7960173
Maximum	752.35
Range	666.35
Interquartile range (IQR)	97.33962264

Descriptive statistics

Standard deviation	86.85053218
Coefficient of variation (CV)	0.2665441433
Kurtosis	1.964130115
Mean	325.8392066
Median Absolute Deviation (MAD)	48.98383437
Skewness	0.787819647
Sum	353535.5391
Variance	7543.014941
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
390	3	0.3%
230	3	0.3%
276	3	0.3%
350	2	0.2%
294.2857143	2	0.2%
274	2	0.2%
224	2	0.2%
264.6666667	2	0.2%
326	2	0.2%
214	2	0.2%
366	2	0.2%
349	2	0.2%
311	2	0.2%
228.5	2	0.2%
324.4	2	0.2%
507.5333333	1	0.1%
409.4285714	1	0.1%
232.546875	1	0.1%
204.6666667	1	0.1%
290.1672598	1	0.1%
166.5454545	1	0.1%
388.5882353	1	0.1%
329.1632653	1	0.1%
232.9306931	1	0.1%
324.2272727	1	0.1%
Other values (1042)	1042	96.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
86	1	0.1%
90	1	0.1%
94	1	0.1%
96	1	0.1%
108	1	0.1%
110	1	0.1%
126	1	0.1%
127.2	1	0.1%
140.9333333	1	0.1%
141.7857143	1	0.1%

Value	Count	Frequency (%)
752.35	1	0.1%
742	1	0.1%
706.25	1	0.1%
685.3333333	1	0.1%
671	1	0.1%
640	1	0.1%
628.3333333	1	0.1%
622	1	0.1%
607.3076923	1	0.1%
596.173913	1	0.1%

Prix_equipement
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1071
Distinct (%)	98.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	477.8366786
Minimum	150.7142857
Maximum	996.625
Zeros	0
Zeros (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	150.7142857
5-th percentile	319.2318182
Q1	403.4765625
median	466.4152542
Q3	540.775
95-th percentile	673.1045428
Maximum	996.625
Range	845.9107143
Interquartile range (IQR)	137.2984375

Descriptive statistics

Standard deviation	110.2274734
Coefficient of variation (CV)	0.2306802267
Kurtosis	0.9787772763
Mean	477.8366786
Median Absolute Deviation (MAD)	67.58474576
Skewness	0.5749949863
Sum	518452.7963
Variance	12150.09589
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
369.9655172	2	0.2%
459	2	0.2%
449.6538462	2	0.2%
497.2727273	2	0.2%
564	2	0.2%
398.25	2	0.2%
465.9090909	2	0.2%
444.75	2	0.2%
470.8333333	2	0.2%
413	2	0.2%
298.6666667	2	0.2%
492	2	0.2%
484	2	0.2%
586	2	0.2%
645	1	0.1%
497.8235294	1	0.1%
310.9117647	1	0.1%
350.7043478	1	0.1%
410.03125	1	0.1%
677.75	1	0.1%
425.3846154	1	0.1%
682.3	1	0.1%
572.25	1	0.1%
374.5172414	1	0.1%
665.030303	1	0.1%
Other values (1046)	1046	96.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
150.7142857	1	0.1%
194.4	1	0.1%
195.7777778	1	0.1%
202	1	0.1%
203	1	0.1%
215.1666667	1	0.1%
218	1	0.1%
223.3333333	1	0.1%
232.8888889	1	0.1%
235	1	0.1%

Value	Count	Frequency (%)
996.625	1	0.1%
927.2	1	0.1%
877	1	0.1%
863.3333333	1	0.1%
859.1538462	1	0.1%
827.5	1	0.1%
814	1	0.1%
804.8636364	1	0.1%
803	1	0.1%
802	1	0.1%

Pourcent_remise_verre
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	628
Distinct (%)	57.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.079179511
Minimum	0
Maximum	63.37285903
Zeros	458
Zeros (%)	42.2%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.3816371001
Q3	2.485931606
95-th percentile	13.27389028
Maximum	63.37285903
Range	63.37285903
Interquartile range (IQR)	2.485931606

Descriptive statistics

Standard deviation	8.199481126
Coefficient of variation (CV)	2.662878568
Kurtosis	24.9981227
Mean	3.079179511
Median Absolute Deviation (MAD)	0.3816371001
Skewness	4.80278763
Sum	3340.909769
Variance	67.23149073
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	458	42.2%
0.3816371001	1	0.1%
4.248539565	1	0.1%
3.989637306	1	0.1%
0.3290633447	1	0.1%
32.12970376	1	0.1%
0.4424173318	1	0.1%
1.295336788	1	0.1%
4.613466334	1	0.1%
0.9504829066	1	0.1%
0.634115409	1	0.1%
0.03032002789	1	0.1%
1.230151258	1	0.1%
0.1722059583	1	0.1%
4.355400697	1	0.1%
3.338391502	1	0.1%
2.831768069	1	0.1%
36.10135474	1	0.1%
0.08428949226	1	0.1%
8.312342569	1	0.1%
2.166064982	1	0.1%
1.193032041	1	0.1%
0.5603307584	1	0.1%
0.4694496606	1	0.1%
1.731868132	1	0.1%
Other values (603)	603	55.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	458	42.2%
0.00905715062	1	0.1%
0.01101958732	1	0.1%
0.02871912694	1	0.1%
0.03032002789	1	0.1%
0.03720238095	1	0.1%
0.04303388919	1	0.1%
0.04454012323	1	0.1%
0.05179669796	1	0.1%
0.0546000546	1	0.1%

Value	Count	Frequency (%)
63.37285903	1	0.1%
58.6858391	1	0.1%
57.44124307	1	0.1%
56.08330604	1	0.1%
56.03486702	1	0.1%
55.93117101	1	0.1%
55.78581297	1	0.1%
54.8	1	0.1%
53.5812753	1	0.1%
52.99539171	1	0.1%

Pourcent_remise_monture
Real number (ℝ_≥0)

ZEROS

Distinct	726
Distinct (%)	66.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.995456648
Minimum	0
Maximum	77.67857143
Zeros	360
Zeros (%)	33.2%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.474684581
Q3	5.373241976
95-th percentile	20.18454686
Maximum	77.67857143
Range	77.67857143
Interquartile range (IQR)	5.373241976

Descriptive statistics

Standard deviation	10.11509495
Coefficient of variation (CV)	2.024858919
Kurtosis	16.83414514
Mean	4.995456648
Median Absolute Deviation (MAD)	1.474684581
Skewness	3.859183093
Sum	5420.070463
Variance	102.3151458
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	360	33.2%
13.8330976	1	0.1%
5.137775826	1	0.1%
3.128380065	1	0.1%
4.269972452	1	0.1%
1.678183613	1	0.1%
1.484135107	1	0.1%
1.485263402	1	0.1%
5.613342898	1	0.1%
2.404984424	1	0.1%
1.165501166	1	0.1%
1.176009408	1	0.1%
2.693602694	1	0.1%
0.9604018913	1	0.1%
0.6570713392	1	0.1%
1.711910002	1	0.1%
1.298421034	1	0.1%
22.21424726	1	0.1%
1.129778343	1	0.1%
1.438520379	1	0.1%
4.091300603	1	0.1%
2.888318357	1	0.1%
5.048624043	1	0.1%
6.371441482	1	0.1%
4.217092951	1	0.1%
Other values (701)	701	64.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	360	33.2%
0.01074113856	1	0.1%
0.01741553466	1	0.1%
0.03028161906	1	0.1%
0.05914826498	1	0.1%
0.07971757203	1	0.1%
0.09084804677	1	0.1%
0.09221166123	1	0.1%
0.1136363636	1	0.1%
0.1371998753	1	0.1%

Value	Count	Frequency (%)
77.67857143	1	0.1%
66.47314949	1	0.1%
66.38387232	1	0.1%
66.19483764	1	0.1%
64.29160482	1	0.1%
62.21297837	1	0.1%
61.68755221	1	0.1%
58.88830624	1	0.1%
58.74090155	1	0.1%
58.33484711	1	0.1%

Pourcent_remise_total
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	759
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.618447434
Minimum	0
Maximum	59.75943277
Zeros	327
Zeros (%)	30.1%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.045782013
Q3	3.713656151
95-th percentile	13.00853332
Maximum	59.75943277
Range	59.75943277
Interquartile range (IQR)	3.713656151

Descriptive statistics

Standard deviation	8.186528464
Coefficient of variation (CV)	2.262442281
Kurtosis	24.37601355
Mean	3.618447434
Median Absolute Deviation (MAD)	1.045782013
Skewness	4.683513268
Sum	3926.015466
Variance	67.01924829
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	327	30.1%
0.4391891892	1	0.1%
6.06357894	1	0.1%
0.3110419907	1	0.1%
0.8710213041	1	0.1%
0.3925123685	1	0.1%
2.74652548	1	0.1%
23.25036603	1	0.1%
0.1037613489	1	0.1%
4.225229158	1	0.1%
3.942547267	1	0.1%
0.153609831	1	0.1%
2.112647167	1	0.1%
0.7240741237	1	0.1%
2.164986283	1	0.1%
1.781248405	1	0.1%
12.94736842	1	0.1%
5.823068309	1	0.1%
36.0680657	1	0.1%
6.108608735	1	0.1%
11.47235906	1	0.1%
2.073306183	1	0.1%
3.394994559	1	0.1%
5.702970297	1	0.1%
6.040151295	1	0.1%
Other values (734)	734	67.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	327	30.1%
0.01191682059	1	0.1%
0.0184343124	1	0.1%
0.02894715077	1	0.1%
0.03777985841	1	0.1%
0.04101034579	1	0.1%
0.04420475643	1	0.1%
0.04990642545	1	0.1%
0.05376633152	1	0.1%
0.06182544029	1	0.1%

Value	Count	Frequency (%)
59.75943277	1	0.1%
59.59257709	1	0.1%
58.57165182	1	0.1%
57.79100037	1	0.1%
56.50546182	1	0.1%
55.92645547	1	0.1%
55.4792653	1	0.1%
55.18179035	1	0.1%
52.96492556	1	0.1%
52.81568941	1	0.1%

cor_sphere_VD
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	698
Distinct (%)	64.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.1734228306
Minimum	-6
Maximum	1.666666667
Zeros	122
Zeros (%)	11.2%
Memory size	8.6 KiB

Quantile statistics

Minimum	-6
5-th percentile	-0.9404411765
Q1	-0.3636363636
median	-0.07258064516
Q3	0.07092198582
95-th percentile	0.4691535151
Maximum	1.666666667
Range	7.666666667
Interquartile range (IQR)	0.4345583495

Descriptive statistics

Standard deviation	0.5396567602
Coefficient of variation (CV)	-3.111797671
Kurtosis	22.60407321
Mean	-0.1734228306
Median Absolute Deviation (MAD)	0.2001466276
Skewness	-2.894701843
Sum	-188.1637712
Variance	0.2912294189
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	122	11.2%
-0.5	18	1.7%
-0.25	9	0.8%
-0.2	9	0.8%
0.125	9	0.8%
0.2	8	0.7%
-0.2142857143	8	0.7%
0.09090909091	8	0.7%
-0.3333333333	8	0.7%
-0.1428571429	8	0.7%
-0.3636363636	7	0.6%
0.1666666667	7	0.6%
-0.125	6	0.6%
-0.1666666667	6	0.6%
0.07692307692	6	0.6%
0.2857142857	5	0.5%
-0.2666666667	5	0.5%
0.5	5	0.5%
0.25	4	0.4%
-0.15	4	0.4%
-0.5714285714	4	0.4%
-0.2352941176	4	0.4%
0.1	4	0.4%
0.4	4	0.4%
-0.1333333333	4	0.4%
Other values (673)	803	74.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6	1	0.1%
-5	1	0.1%
-3	4	0.4%
-2.875	1	0.1%
-2.857142857	1	0.1%
-2.705882353	1	0.1%
-2.666666667	1	0.1%
-2.222222222	1	0.1%
-2.125	1	0.1%
-2	2	0.2%

Value	Count	Frequency (%)
1.666666667	1	0.1%
1.509803922	1	0.1%
1.416666667	1	0.1%
1.4	1	0.1%
1.2	2	0.2%
1.130434783	1	0.1%
1.125	1	0.1%
1.038461538	1	0.1%
1	3	0.3%
0.9864864865	1	0.1%

cor_cylindre_VD
Real number (ℝ_≥0)

ZEROS

Distinct	519
Distinct (%)	47.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1710029266
Minimum	0
Maximum	2
Zeros	214
Zeros (%)	19.7%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.03676470588
median	0.1238095238
Q3	0.2428571429
95-th percentile	0.4870523416
Maximum	2
Range	2
Interquartile range (IQR)	0.206092437

Descriptive statistics

Standard deviation	0.2000783716
Coefficient of variation (CV)	1.170028932
Kurtosis	22.45826268
Mean	0.1710029266
Median Absolute Deviation (MAD)	0.1010822511
Skewness	3.467557288
Sum	185.5381753
Variance	0.04003135479
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	214	19.7%
0.09090909091	16	1.5%
0.2	16	1.5%
0.125	15	1.4%
0.3333333333	13	1.2%
0.1428571429	12	1.1%
0.1818181818	12	1.1%
0.1	11	1.0%
0.07142857143	11	1.0%
0.1666666667	10	0.9%
0.25	9	0.8%
0.08333333333	9	0.8%
0.1176470588	9	0.8%
0.05882352941	9	0.8%
0.3	8	0.7%
0.1111111111	8	0.7%
0.05555555556	7	0.6%
0.0625	7	0.6%
0.04166666667	6	0.6%
1	5	0.5%
0.2222222222	5	0.5%
0.2857142857	5	0.5%
0.04347826087	5	0.5%
0.1304347826	5	0.5%
0.4285714286	5	0.5%
Other values (494)	653	60.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	214	19.7%
0.007168458781	1	0.1%
0.008547008547	1	0.1%
0.01156069364	1	0.1%
0.01234567901	1	0.1%
0.01265822785	1	0.1%
0.01351351351	1	0.1%
0.01449275362	1	0.1%
0.01515151515	1	0.1%
0.01612903226	1	0.1%

Value	Count	Frequency (%)
2	3	0.3%
1.5	1	0.1%
1.2	1	0.1%
1.078431373	1	0.1%
1	5	0.5%
0.9157894737	1	0.1%
0.842364532	1	0.1%
0.8333333333	1	0.1%
0.8181818182	1	0.1%
0.8	2	0.2%

cor_addition_VD
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	617
Distinct (%)	56.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3916859539
Minimum	0
Maximum	2.117647059
Zeros	168
Zeros (%)	15.5%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.125
median	0.3137254902
Q3	0.5810810811
95-th percentile	1.089628681
Maximum	2.117647059
Range	2.117647059
Interquartile range (IQR)	0.4560810811

Descriptive statistics

Standard deviation	0.3544913748
Coefficient of variation (CV)	0.9050397933
Kurtosis	1.761983536
Mean	0.3916859539
Median Absolute Deviation (MAD)	0.2211582307
Skewness	1.226287067
Sum	424.97926
Variance	0.1256641348
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	168	15.5%
0.5	17	1.6%
0.3333333333	13	1.2%
0.2	12	1.1%
0.4	10	0.9%
0.25	10	0.9%
0.125	9	0.8%
0.1818181818	9	0.8%
0.1428571429	8	0.7%
0.75	8	0.7%
0.2857142857	7	0.6%
0.2222222222	6	0.6%
0.4285714286	6	0.6%
0.09090909091	6	0.6%
0.6666666667	6	0.6%
0.1	6	0.6%
0.375	6	0.6%
1	6	0.6%
0.3529411765	6	0.6%
0.05555555556	5	0.5%
0.1333333333	5	0.5%
0.4444444444	5	0.5%
0.1666666667	5	0.5%
0.08333333333	5	0.5%
0.3913043478	4	0.4%
Other values (592)	737	67.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	168	15.5%
0.008403361345	1	0.1%
0.01333333333	1	0.1%
0.02083333333	1	0.1%
0.02173913043	2	0.2%
0.02564102564	1	0.1%
0.02597402597	1	0.1%
0.02803738318	1	0.1%
0.03225806452	1	0.1%
0.03448275862	1	0.1%

Value	Count	Frequency (%)
2.117647059	1	0.1%
2	3	0.3%
1.6	1	0.1%
1.571428571	1	0.1%
1.5625	1	0.1%
1.538461538	1	0.1%
1.508408797	1	0.1%
1.5	2	0.2%
1.484375	1	0.1%
1.473684211	1	0.1%

cor_sphere_VG
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	706
Distinct (%)	65.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.1670015927
Minimum	-6
Maximum	2.137254902
Zeros	109
Zeros (%)	10.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	-6
5-th percentile	-0.9781385281
Q1	-0.3513513514
median	-0.07692307692
Q3	0.06666666667
95-th percentile	0.5
Maximum	2.137254902
Range	8.137254902
Interquartile range (IQR)	0.418018018

Descriptive statistics

Standard deviation	0.5507435121
Coefficient of variation (CV)	-3.297833891
Kurtosis	25.08628958
Mean	-0.1670015927
Median Absolute Deviation (MAD)	0.2019230769
Skewness	-3.12419804
Sum	-181.196728
Variance	0.3033184161
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	109	10.0%
-0.5	9	0.8%
-0.3333333333	8	0.7%
0.1666666667	8	0.7%
-0.2	8	0.7%
0.1428571429	7	0.6%
-0.1818181818	7	0.6%
-1	7	0.6%
-0.125	7	0.6%
0.5	7	0.6%
-0.1428571429	6	0.6%
-0.1666666667	6	0.6%
0.1052631579	6	0.6%
-0.6666666667	6	0.6%
-0.2222222222	6	0.6%
0.3333333333	6	0.6%
0.2857142857	5	0.5%
-0.2857142857	5	0.5%
-0.2727272727	5	0.5%
-0.4	5	0.5%
-0.1176470588	4	0.4%
-0.25	4	0.4%
-0.2666666667	4	0.4%
-0.2941176471	4	0.4%
-0.08333333333	4	0.4%
Other values (681)	832	76.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6	1	0.1%
-5.5	1	0.1%
-4	1	0.1%
-3.428571429	1	0.1%
-3.125	1	0.1%
-2.9375	1	0.1%
-2.8	1	0.1%
-2.555555556	1	0.1%
-2.4	1	0.1%
-2.303030303	1	0.1%

Value	Count	Frequency (%)
2.137254902	1	0.1%
1.4	2	0.2%
1.333333333	1	0.1%
1.166666667	1	0.1%
1.076923077	1	0.1%
1.033898305	1	0.1%
1.010869565	1	0.1%
1	3	0.3%
0.972972973	1	0.1%
0.9411764706	1	0.1%

cor_cylindre_VG
Real number (ℝ_≥0)

ZEROS

Distinct	536
Distinct (%)	49.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1764990822
Minimum	0
Maximum	2
Zeros	212
Zeros (%)	19.5%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.03947368421
median	0.1354166667
Q3	0.25
95-th percentile	0.5
Maximum	2
Range	2
Interquartile range (IQR)	0.2105263158

Descriptive statistics

Standard deviation	0.1950069256
Coefficient of variation (CV)	1.104860848
Kurtosis	18.11050322
Mean	0.1764990822
Median Absolute Deviation (MAD)	0.1051136364
Skewness	3.026935826
Sum	191.5015042
Variance	0.03802770102
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	212	19.5%
0.2	15	1.4%
0.25	13	1.2%
0.1666666667	13	1.2%
0.1428571429	12	1.1%
0.2857142857	11	1.0%
0.125	10	0.9%
0.07142857143	10	0.9%
0.1818181818	9	0.8%
0.3333333333	9	0.8%
0.09090909091	9	0.8%
0.05882352941	9	0.8%
0.1	9	0.8%
0.1111111111	9	0.8%
0.0625	8	0.7%
0.2222222222	8	0.7%
0.5	7	0.6%
0.1363636364	6	0.6%
0.07692307692	6	0.6%
0.3043478261	6	0.6%
0.08333333333	5	0.5%
0.1333333333	5	0.5%
1	5	0.5%
0.4	5	0.5%
0.05555555556	5	0.5%
Other values (511)	669	61.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	212	19.5%
0.009174311927	1	0.1%
0.01156069364	1	0.1%
0.01176470588	1	0.1%
0.01234567901	1	0.1%
0.01265822785	1	0.1%
0.01408450704	1	0.1%
0.01433691756	1	0.1%
0.01515151515	1	0.1%
0.01709401709	1	0.1%

Value	Count	Frequency (%)
2	2	0.2%
1.4	1	0.1%
1.253731343	1	0.1%
1.2	1	0.1%
1.083333333	1	0.1%
1.039215686	1	0.1%
1	5	0.5%
0.9473684211	1	0.1%
0.8064516129	1	0.1%
0.7551020408	1	0.1%

cor_addition_VG
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	611
Distinct (%)	56.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3929621743
Minimum	0
Maximum	2.117647059
Zeros	167
Zeros (%)	15.4%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.125
median	0.3137254902
Q3	0.5813953488
95-th percentile	1.090118577
Maximum	2.117647059
Range	2.117647059
Interquartile range (IQR)	0.4563953488

Descriptive statistics

Standard deviation	0.3559070676
Coefficient of variation (CV)	0.9057031206
Kurtosis	1.680023027
Mean	0.3929621743
Median Absolute Deviation (MAD)	0.2228163993
Skewness	1.214657126
Sum	426.3639591
Variance	0.1266698407
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	167	15.4%
0.5	16	1.5%
0.3333333333	13	1.2%
0.2	12	1.1%
0.1428571429	9	0.8%
1	9	0.8%
0.75	9	0.8%
0.4	9	0.8%
0.125	9	0.8%
0.1818181818	8	0.7%
0.375	8	0.7%
0.25	8	0.7%
0.4285714286	8	0.7%
0.6666666667	7	0.6%
0.6	7	0.6%
0.2857142857	7	0.6%
0.09090909091	6	0.6%
0.3913043478	6	0.6%
0.3529411765	6	0.6%
0.2222222222	6	0.6%
0.2727272727	6	0.6%
0.1666666667	5	0.5%
0.05555555556	5	0.5%
0.1333333333	5	0.5%
0.08333333333	5	0.5%
Other values (586)	729	67.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	167	15.4%
0.008403361345	1	0.1%
0.01333333333	1	0.1%
0.02083333333	1	0.1%
0.02173913043	2	0.2%
0.02564102564	1	0.1%
0.02597402597	1	0.1%
0.03225806452	1	0.1%
0.03448275862	1	0.1%
0.03492647059	1	0.1%

Value	Count	Frequency (%)
2.117647059	1	0.1%
2	3	0.3%
1.571428571	1	0.1%
1.5625	1	0.1%
1.555555556	1	0.1%
1.51228978	1	0.1%
1.5	2	0.2%
1.480769231	1	0.1%
1.473684211	1	0.1%
1.453900709	1	0.1%

facteur_correction
Real number (ℝ_≥0)

ZEROS

Distinct	833
Distinct (%)	76.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.548894767
Minimum	0
Maximum	17
Zeros	61
Zeros (%)	5.6%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.176923077
median	2.289256198
Q3	3.7
95-th percentile	5.617568991
Maximum	17
Range	17
Interquartile range (IQR)	2.523076923

Descriptive statistics

Standard deviation	1.804974178
Coefficient of variation (CV)	0.7081399364
Kurtosis	6.117282596
Mean	2.548894767
Median Absolute Deviation (MAD)	1.210743802
Skewness	1.3465228
Sum	2765.550823
Variance	3.257931784
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	61	5.6%
1	18	1.7%
3	9	0.8%
2	9	0.8%
4	7	0.6%
1.333333333	6	0.6%
2.5	6	0.6%
2.8	5	0.5%
1.5	5	0.5%
1.285714286	5	0.5%
3.5	4	0.4%
4.5	4	0.4%
0.7142857143	4	0.4%
4.666666667	4	0.4%
2.352941176	4	0.4%
0.7692307692	4	0.4%
1.714285714	4	0.4%
2.75	4	0.4%
1.666666667	4	0.4%
5	4	0.4%
2.6	3	0.3%
0.4444444444	3	0.3%
1.846153846	3	0.3%
0.9090909091	3	0.3%
1.166666667	3	0.3%
Other values (808)	899	82.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	61	5.6%
0.05128205128	1	0.1%
0.0625	2	0.2%
0.06666666667	1	0.1%
0.07692307692	1	0.1%
0.1040462428	1	0.1%
0.1111111111	1	0.1%
0.1290322581	1	0.1%
0.1304347826	1	0.1%
0.15	1	0.1%

Value	Count	Frequency (%)
17	1	0.1%
16	1	0.1%
10.35294118	1	0.1%
9.5	1	0.1%
8.4	1	0.1%
7.714285714	1	0.1%
7.666666667	1	0.1%
7.25	1	0.1%
7.235294118	1	0.1%
7.135834411	1	0.1%

age_moyen
Real number (ℝ_≥0)

Distinct	1017
Distinct (%)	93.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	44.23845103
Minimum	3
Maximum	82.75
Zeros	0
Zeros (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	3
5-th percentile	30.12255226
Q1	38.5
median	44.11111111
Q3	49.73232323
95-th percentile	59.26666667
Maximum	82.75
Range	79.75
Interquartile range (IQR)	11.23232323

Descriptive statistics

Standard deviation	9.14194326
Coefficient of variation (CV)	0.2066515225
Kurtosis	1.021357328
Mean	44.23845103
Median Absolute Deviation (MAD)	5.618357488
Skewness	0.03490166868
Sum	47998.71937
Variance	83.57512656
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54.5	5	0.5%
38.5	4	0.4%
37	4	0.4%
43.14285714	4	0.4%
46	3	0.3%
49	3	0.3%
50	3	0.3%
39	3	0.3%
46.11111111	3	0.3%
46.5	2	0.2%
52	2	0.2%
45.85714286	2	0.2%
25	2	0.2%
57	2	0.2%
40	2	0.2%
34.5	2	0.2%
61	2	0.2%
43.5	2	0.2%
51.75	2	0.2%
48.5	2	0.2%
49.33333333	2	0.2%
48	2	0.2%
49.16666667	2	0.2%
46.4	2	0.2%
37.2	2	0.2%
Other values (992)	1021	94.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	1	0.1%
8	1	0.1%
9	1	0.1%
17.66666667	1	0.1%
17.7	1	0.1%
20.33333333	1	0.1%
20.38888889	1	0.1%
21.2	1	0.1%
21.84615385	1	0.1%
22.97426471	1	0.1%

Value	Count	Frequency (%)
82.75	1	0.1%
79.0625	1	0.1%
74	1	0.1%
71	1	0.1%
70.5	1	0.1%
69.4	1	0.1%
69	1	0.1%
68.30769231	1	0.1%
68	1	0.1%
67.22222222	1	0.1%

nb_prescripteurs
Real number (ℝ_≥0)

Distinct	72
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	17.14285714
Minimum	1
Maximum	129
Zeros	0
Zeros (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	7
median	14
Q3	22
95-th percentile	44.6
Maximum	129
Range	128
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	14.14170695
Coefficient of variation (CV)	0.8249329057
Kurtosis	7.471178648
Mean	17.14285714
Median Absolute Deviation (MAD)	7
Skewness	2.118514687
Sum	18600
Variance	199.9878756
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	55	5.1%
12	51	4.7%
9	50	4.6%
15	46	4.2%
11	43	4.0%
5	43	4.0%
4	42	3.9%
7	41	3.8%
10	39	3.6%
16	37	3.4%
18	36	3.3%
8	36	3.3%
3	36	3.3%
13	35	3.2%
21	33	3.0%
14	33	3.0%
17	32	2.9%
19	32	2.9%
2	31	2.9%
1	28	2.6%
26	27	2.5%
20	26	2.4%
25	19	1.8%
24	18	1.7%
23	15	1.4%
Other values (47)	201	18.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	28	2.6%
2	31	2.9%
3	36	3.3%
4	42	3.9%
5	43	4.0%
6	55	5.1%
7	41	3.8%
8	36	3.3%
9	50	4.6%
10	39	3.6%

Value	Count	Frequency (%)
129	1	0.1%
100	1	0.1%
87	1	0.1%
85	1	0.1%
81	1	0.1%
76	1	0.1%
75	2	0.2%
74	2	0.2%
73	1	0.1%
69	1	0.1%

nb_PEC_par_prescripteurs
Real number (ℝ_≥0)

Distinct	394
Distinct (%)	36.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.33362212
Minimum	1
Maximum	28.8
Zeros	0
Zeros (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1.25
Q1	1.93
median	2.76
Q3	3.94
95-th percentile	7.278
Maximum	28.8
Range	27.8
Interquartile range (IQR)	2.01

Descriptive statistics

Standard deviation	2.347143366
Coefficient of variation (CV)	0.7040820109
Kurtosis	23.52134461
Mean	3.33362212
Median Absolute Deviation (MAD)	1
Skewness	3.646005358
Sum	3616.98
Variance	5.509081979
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	37	3.4%
2	37	3.4%
1.5	30	2.8%
3	25	2.3%
1.33	16	1.5%
1.6	15	1.4%
4	13	1.2%
2.5	12	1.1%
1.67	12	1.1%
1.75	12	1.1%
2.25	10	0.9%
2.67	9	0.8%
1.71	9	0.8%
2.33	9	0.8%
2.75	9	0.8%
3.52	7	0.6%
3.08	7	0.6%
1.44	7	0.6%
1.25	7	0.6%
1.43	7	0.6%
2.44	7	0.6%
4.5	7	0.6%
2.14	7	0.6%
3.17	7	0.6%
1.4	7	0.6%
Other values (369)	760	70.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	37	3.4%
1.11	1	0.1%
1.13	1	0.1%
1.14	2	0.2%
1.17	5	0.5%
1.2	3	0.3%
1.22	3	0.3%
1.23	1	0.1%
1.25	7	0.6%
1.26	1	0.1%

Value	Count	Frequency (%)
28.8	1	0.1%
22	1	0.1%
18.8	1	0.1%
18.67	1	0.1%
17.24	1	0.1%
16.88	1	0.1%
15.4	1	0.1%
15.33	1	0.1%
13.33	1	0.1%
12.82	1	0.1%

fraud
Boolean

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.6 KiB

0	900
1	185

Common Values
Chart

Value	Count	Frequency (%)
0	900	82.9%
1	185	17.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	ref_PS	nb_lignes_PEC	dep_identique	dep_limit	dep_non_limit	PEC_CRE	PEC_ANN	PEC_ACC	PEC_FAC	PEC_REF	taux_non_ventes	Prix_monture	Prix_verres	Prix_equipement	Pourcent_remise_verre	Pourcent_remise_monture	Pourcent_remise_total	cor_sphere_VD	cor_cylindre_VD	cor_addition_VD	cor_sphere_VG	cor_cylindre_VG	cor_addition_VG	facteur_correction	age_moyen	nb_prescripteurs	nb_PEC_par_prescripteurs
0	aee089878bc4fc9	4	100.00	0.00	0.00	25.00	0.00	0.00	75.00	0.00	25.00	110.250000	534.000000	644.250000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	64.750000	3	1.33
1	7bcdf86e60fc6bb	31	87.10	12.90	0.00	9.68	6.45	0.00	83.87	0.00	16.13	114.032258	217.096774	331.129032	0.505201	13.833098	5.094983	0.161290	0.161290	0.064516	0.129032	0.096774	0.064516	1.322581	46.709677	6	5.17
2	6a2a9a0b630ac78	18	72.22	16.67	11.11	5.56	5.56	5.56	77.78	5.56	16.67	177.944444	246.222222	424.166667	0.000000	0.000000	0.000000	0.000000	0.055556	0.555556	0.000000	0.055556	0.555556	2.777778	49.166667	12	1.50
3	8a55867c44c03c6	22	100.00	0.00	0.00	22.73	0.00	0.00	72.73	4.55	27.27	131.136364	337.954545	469.090909	0.000000	0.000000	0.000000	0.090909	0.227273	0.454545	0.136364	0.181818	0.454545	1.909091	45.681818	5	4.40
4	b4c20c7d5726498	99	88.89	9.09	2.02	12.12	8.08	1.01	72.73	6.06	26.26	124.323232	264.323232	388.646465	0.443290	1.364966	0.738122	0.101010	0.060606	0.333333	0.151515	0.161616	0.333333	1.888889	41.898990	26	3.81
5	a0c0bb2653ad8bc	55	58.18	38.18	3.64	5.45	9.09	1.82	41.82	41.82	56.36	101.945455	293.200000	395.145455	4.675679	18.833601	8.328349	-0.290909	0.818182	0.490909	-0.581818	0.690909	0.600000	5.254545	37.927273	14	3.93
6	5e9c1a8e26230f9	47	46.81	53.19	0.00	2.13	12.77	4.26	80.85	0.00	14.89	190.787234	439.808511	630.595745	1.693193	2.442288	1.919833	-0.787234	0.382979	0.638298	-0.659574	0.340426	0.638298	4.595745	43.510638	23	2.04
7	ad7d4289301884b	6	100.00	0.00	0.00	16.67	0.00	0.00	83.33	0.00	16.67	103.666667	264.666667	368.333333	8.312343	6.591640	7.828054	-0.166667	0.500000	1.166667	-0.166667	0.333333	1.166667	4.500000	53.166667	3	2.00
8	536238d99a3f804	184	47.83	28.26	23.91	3.80	4.89	1.09	89.13	1.09	9.78	143.994565	320.853261	464.847826	0.000000	0.000000	0.000000	-0.282609	0.260870	0.494565	-0.239130	0.304348	0.516304	3.076087	45.690217	39	4.72
9	48c476779148da5	28	100.00	0.00	0.00	3.57	10.71	21.43	60.71	3.57	17.86	161.642857	355.642857	517.285714	1.908014	1.391958	1.746755	-0.607143	0.178571	0.500000	-0.428571	0.178571	0.500000	3.178571	45.857143	17	1.65

Last rows

	ref_PS	nb_lignes_PEC	dep_identique	dep_limit	dep_non_limit	PEC_CRE	PEC_ANN	PEC_ACC	PEC_FAC	PEC_REF	taux_non_ventes	Prix_monture	Prix_verres	Prix_equipement	Pourcent_remise_verre	Pourcent_remise_monture	Pourcent_remise_total	cor_sphere_VD	cor_cylindre_VD	cor_addition_VD	cor_sphere_VG	cor_cylindre_VG	cor_addition_VG	facteur_correction	age_moyen	nb_prescripteurs	nb_PEC_par_prescripteurs	fraud
1075	7b9f4e822ede5ae	7	42.86	28.57	28.57	0.00	28.57	0.00	71.43	0.00	28.57	162.428571	320.857143	483.285714	0.00000	0.000000	0.000000	-0.714286	0.000000	0.000000	-0.571429	0.000000	0.000000	1.285714	42.285714	5	1.40	1
1076	823c816da2227cb	14	100.00	0.00	0.00	0.00	0.00	0.00	100.00	0.00	0.00	223.571429	290.000000	513.571429	0.00000	0.000000	0.000000	-0.357143	0.285714	0.000000	-0.357143	0.357143	0.000000	1.357143	29.142857	7	2.00	1
1077	07fee1e3f8307c5	28	14.29	85.71	0.00	32.14	0.00	7.14	60.71	0.00	32.14	234.392857	375.785714	610.178571	0.00000	0.990401	0.380451	-0.964286	0.178571	0.000000	-0.892857	0.178571	0.000000	2.714286	31.607143	16	1.75	1
1078	4d61d88c40f1400	56	64.29	26.79	8.93	8.93	12.50	0.00	76.79	1.79	23.21	202.607143	332.321429	534.928571	0.00000	0.000000	0.000000	-0.142857	0.017857	0.232143	-0.125000	0.017857	0.214286	1.035714	42.857143	17	3.29	1
1079	b91ffb028e66b35	88	92.05	4.55	3.41	3.41	28.41	4.55	61.36	2.27	34.09	203.147727	314.681818	517.829545	0.46945	3.384237	1.612939	0.079545	0.181818	0.352273	-0.034091	0.102273	0.352273	4.056818	38.715909	18	4.89	1
1080	974d53082f0d9e5	39	92.31	5.13	2.56	10.26	0.00	0.00	76.92	12.82	23.08	145.128205	229.743590	374.871795	0.00000	0.000000	0.000000	0.000000	0.025641	0.128205	0.025641	0.000000	0.128205	0.769231	25.000000	7	5.57	1
1081	266515ada501cd2	87	77.01	19.54	3.45	4.60	33.33	0.00	60.92	1.15	39.08	253.781609	449.770115	703.551724	0.00000	0.000000	0.000000	-0.137931	0.034483	0.206897	-0.091954	0.045977	0.206897	1.942529	38.183908	26	3.35	1
1082	ce32976b3805256	33	69.70	24.24	6.06	6.06	9.09	3.03	81.82	0.00	15.15	234.000000	373.030303	607.030303	0.00000	1.385651	0.534145	-0.454545	0.181818	0.212121	-0.575758	0.272727	0.212121	2.272727	32.393939	16	2.06	1
1083	22c849ec6b3ba68	136	61.76	27.94	10.29	5.88	7.35	2.94	75.74	8.09	21.32	149.294118	246.323529	395.617647	0.00000	0.000000	0.000000	-0.139706	0.000000	0.125000	-0.139706	0.000000	0.125000	1.073529	29.904412	36	3.78	1
1084	85e395c0c7a1e0a	166	74.70	21.69	3.61	0.00	4.82	1.81	84.94	8.43	13.25	263.162651	428.433735	691.596386	0.00000	0.000000	0.000000	-0.680723	0.126506	0.078313	-0.590361	0.102410	0.078313	2.271084	29.578313	35	4.74	1

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows